



Bits error versus x




Bits error versus eps
Results
| Original | 36.9 |
|---|---|
| Target | 14.9 |
| Herbie | 0.4 |
if eps < -8.461959348944178e-09 or 8.566149870481886e-09 < eps Initial program 29.2
rmApplied sin-sum0.5
if -8.461959348944178e-09 < eps < 8.566149870481886e-09Initial program 45.0
rmApplied diff-sin45.0
Simplified0.4
Final simplification0.4
herbie shell --seed 2019002
(FPCore (x eps)
:name "2sin (example 3.3)"
:herbie-target
(* 2 (* (cos (+ x (/ eps 2))) (sin (/ eps 2))))
(- (sin (+ x eps)) (sin x)))
Time bar (total: 15.0s)Debug log
1 calls. Slowest were:
| 4.0ms | (- (sin (+ x eps)) (sin x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 35.6b
Found 2 expressions with local error:
| 3.5b | (sin (+ x eps)) |
| 1.2b | (- (sin (+ x eps)) (sin x)) |
2 calls. Slowest were:
| 6.0ms | (- (sin (+ x eps)) (sin x)) |
| 2.0ms | (sin (+ x eps)) |
2 calls. Slowest were:
| 43.0ms | (- (sin (+ x eps)) (sin x)) |
| 17.0ms | (sin (+ x eps)) |
13 calls. Slowest were:
| 289.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 40.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
| 37.0ms | (* (sin (/ (- (+ x eps) x) 2)) (cos (/ (+ (+ x eps) x) 2))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.3b
Found 2 expressions with local error:
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.3b | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
2 calls. Slowest were:
| 13.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
2 calls. Slowest were:
| 63.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 30.0ms | (cos (/ (+ (+ x x) eps) 2)) |
14 calls. Slowest were:
| 272.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 185.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 86.0ms | (* (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2))) (* (* (sin (/ eps 2)) (sin (/ eps 2))) (sin (/ eps 2)))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
4 calls. Slowest were:
| 14.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 31.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 28.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 28.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
15 calls. Slowest were:
| 192.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 187.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 159.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
8 alts after pruning (6 fresh and 2 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.5b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (cos (/ (+ (+ x x) eps) 2))) |
4 calls. Slowest were:
| 5.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 112.0ms | (cbrt (cos (/ (+ (+ x x) eps) 2))) |
| 30.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 17.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 17.0ms | (cos (/ (+ (+ x x) eps) 2)) |
15 calls. Slowest were:
| 255.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 208.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 198.0ms | (- 1 (+ (* 1/6 (* x eps)) (* 1/6 (pow x 2)))) |
9 alts after pruning (6 fresh and 3 done)
Merged error: 0.3b
99.6% (0.1b remaining)
Error of 0.4b against oracle of 0.4b and baseline of 14.9b